Selected work

Real systems, real audiences, and the workflow shape behind each build.

These entries are framed around the audience, the problem, the solution shape, and the operational impact so people can understand not just what was built, but why it matters.

Selected buildRetail stores, pop-ups, and local shops

Inventory Command Center

Manual stock tracking creates waste, slow restocks, and awkward customer conversations when staff are guessing.

Designed to cut down on guesswork, speed up receiving, and give staff a single place to see what is low, what arrived, and what needs attention.

Consulting offerService teams, agencies, and lean operations groups

Agentic Intake and Triage

Leads and requests often sit in inboxes too long because every message starts from a blank slate.

Designed to reduce blank-page triage and move requests into a structured queue faster while keeping human review in the loop.

Prototype pathTeams with SOPs, docs, and repeat internal questions

Internal Ops Copilot

Knowledge lives across documents, chat, and tribal memory, which makes onboarding slower than it should be.

Built to shorten onboarding, lower repeated internal questions, and make process answers easier to find at the moment people need them.

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Sort by AI, operations, or stack alignment.

This gives you a cleaner way to guide different visitors through the same body of work, whether they care about React, Flask, automation, or applied AI systems.

Selected buildRetail stores, pop-ups, and local shops

Inventory Command Center

A simple inventory system concept for stores that have product on shelves but not enough visibility in the back office.

Problem

Manual stock tracking creates waste, slow restocks, and awkward customer conversations when staff are guessing.

Impact

Designed to cut down on guesswork, speed up receiving, and give staff a single place to see what is low, what arrived, and what needs attention.

ReactTypeScriptInventory logicAdmin dashboard
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Consulting offerService teams, agencies, and lean operations groups

Agentic Intake and Triage

An AI-assisted intake layer that reads requests, extracts intent, routes next steps, and keeps humans in control.

Problem

Leads and requests often sit in inboxes too long because every message starts from a blank slate.

Impact

Designed to reduce blank-page triage and move requests into a structured queue faster while keeping human review in the loop.

FlaskGunicornLLM orchestrationHuman review checkpoints
Scope this system
Prototype pathTeams with SOPs, docs, and repeat internal questions

Internal Ops Copilot

A lightweight internal assistant for answering process questions and guiding staff through repeat tasks.

Problem

Knowledge lives across documents, chat, and tribal memory, which makes onboarding slower than it should be.

Impact

Built to shorten onboarding, lower repeated internal questions, and make process answers easier to find at the moment people need them.

ReactTypeScriptRAG patternsWorkflow guidance UI
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